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Search results for graph node embedding
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node-embedding
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18 search results found
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Graph2vec
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791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Graph_nets
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769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Littleballoffur
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651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Graph Transformer
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408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Appnp
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322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Dmgi
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117
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Tigerlily
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90
TigerLily: Finding drug interactions in silico with the Graph.
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Regal
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54
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Feather
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39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Qgnn
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28
Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)
Vgrnn
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24
Variational Graph Recurrent Neural Networks - PyTorch
Deep Hyperedges
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17
New Algorithms for Learning on Hypergraphs
Resolutions 2019
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16
A list of data mining and machine learning papers that I implemented in 2019.
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Hullcoverconditionedunitdiskgraph
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8
A generator for unit disk graphs conditioned on concave hull cover.
Hosgns
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6
Data and code repository from "Time-varying graph representation learning via higher-order skip-gram with negative sampling"
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1-18 of 18 search results
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